Dayoung Choi

[2025.09.] 💡My patent "Method for network KPI data analysis for efficient network slice classification" has been applied.  

[2025.09.] 📑My workshop paper "Few Features are Enough: Communication-Efficient AI-RAN" will be presented at NeurIPS 2025 AI4NextG Workshop. See you in San Diego!

[2025.09.] 📑My workshop paper "Interpretable KPI Analytics for Resource-Efficient AI-RAN Intelligence" will be presented at NeurIPS 2025 WiML Workshop. See you in San Diego!

[2025.09.] 🙌Sponsored by NRF for Ph.D. Fellowship from the National Research Foundation of Korea.

[2025.05.] 📑My journal article "Attack-specific Feature Analysis Framework for NetFlow IoT Datasets," has been accepted to Computers & Security. (Rating Q1, IF 5.4, Rank 42/258, Top 16.4%)

[2025.02.] 🎖️I won the Best Paper Award at KICS 2025 Winter Conference.

[2024.11.] 📑Our international conference paper "Nurses’ physical activity across work shifts in an ER using smartphones and wearable devices" has been accepted to International Council of Nurses (ICN Congress 2025).

[2024.05.] 💡My international patent "Method and apparatus for lightweighting autoencoder based on mutual information" has been applied.

[2024.04.] 📑 Our international conference paper "Poster: Symmetric Pruning for Lightweight Network Anomaly Detector" has been accepted to ACM International Conference on Mobile Systems, Applications, and Services (MobiSys 2024).  

[2023.07.] 💡My patent "Method and apparatus for lightweighting autoencoder based on mutual information" has been applied. 

[2023.06.] 🎖️I won the Best Paper Award at KICS 2023 Winter Conference.

[2022.10.] 🎖️I won the Best Paper Award at 3rd Korea Artificial Intelligence Conference.

[2022.09.] 🎉I received the Student Academic Activity Support Grant at the Ewha Womans University.

[2022.04.] 🎉I was sponsored by WE-UP for Undergraduate Research Opportunities Program. 

Ewha Womans University, Seoul, Korea

• Integrative Program (M.S./Ph.D.), Electronics and Electrical Engineering (Mar. 2023 ~ )

  • • • Advisor: Prof. Hyunggon Park

• B.S., Electronics and Electrical Engineering (Mar. 2019 ~ Feb. 2023) 

  • • • GPA: 3.93/4.3 Magna Cum Laude (7/50) 

  • Undergraduate Researcher: Multiagent Communications and Networking Lab. (MCNL) (Apr. 2022 ~ Feb. 2023)

    • • Advisor: Prof. Hyunggon Park

  • Undergraduate Researcher: Music and Audio Research Group (MARG) (Dec. 2021 ~ Feb. 2022)

    • • Advisor: Prof. Kyogu Lee